[PDF] Top 20 FOIL it! Find One mismatch between Image and Language caption

... the language and vision modalities, should spot foil captions quite ...the image the area that produces the mismatch with the foil word (the red box around the bird in Figure ... See full document

... a language gen- eration method. In Farhadi et al. (2010), the authors find the similarity between sentences and images in a “meaning” space, represented by semantic tuples which are very similar to ... See full document

... approach caption translation by a general crosslingual reranking framework where for a given pair of source caption and im- age, monolingual captions in the target language are used to rerank the ... See full document

... above, foil captions are generated from MS-COCO original captions. The foil captions are generated by replacing nouns are directly extracted from the FOIL dataset by Shekhar et ...MS-COCO ... See full document

... adversarial image on Show-Attend- and-Tell (shown under column tgt in Table ...We find that increasing c or helps to enhance transferability at the cost of larger (but still acceptable) ...discrepancy ... See full document

... the image than simple ...the image content that is consistent with the captions in our data set, we use Word- Net and a series of Bayesian models to perform cross-caption coreference ...who ... See full document

... the FOIL dataset, Ding et ...target caption amongst the ...than one respect. For instance, the caption two elephants standing next to each other in a grass field is associated with the decoy a ... See full document

... models, image classification used to be based on finding some visual primitives in the image and transcribing automatically esti- mated relations between the ...neural language model, Vinyals ... See full document

... per foil) and incubated for 24 h. Cells cultured on foil without nanoparticles were used as a ...min. One hundred microliters of supernatant were transferred to 96-well plates, and 100 μL of diluted ... See full document

... agreement between Siemens and the University of Wisconsin-Madison School of Medicine and Public Health; Provision of Writing Assistance, Medicines, Equipment, or Administrative Support: Angiography equipment was ... See full document

... The image labels are generic English words that are semantically similar to those used in the cap- ...the caption, but the region labeled grass is described as a meadow and the region la- beled river, as a ... See full document

... copper foil is used as a heatsink to extract heat from the backside of the device and the PCB copper ...copper foil to the device backside to improve thermal ... See full document

... how language should be grounded in perceptual data, the tentative answer offered by these experiments is that the link between the sym- bolic and perceptual should be established late, once encoding has ... See full document

... third language when dealing with poor resource lan- guage ...general language bilingual dictio- ...third language is to benefit from the lexical information conveyed by the ad- ditional ...usual ... See full document

... few caption datasets in lan- guages other than English have been con- structed (Miyazaki and Shimizu, 2016; Grubinger et ...Japanese caption dataset called YJ Captions. The main difference between ... See full document

... is one of the easiest and the most important areas of digital image ...behind image enhancement is to find out information that is obscured or to highlight specific features according to the ... See full document

... go one step further and gen- erate captions for images rather than individual ...Although image indexing techniques based on keywords are popular and the method of choice for image retrieval engines, ... See full document

... difference between caption- level learning fact-level learning that motivates this work by the example in Fig ...1. Caption-level learning systems correlate captions like those on top of ...whole ... See full document

... and language, and a secular and progressivist view of ...reason, language, and history shaped the development of positivist and postpositivist philosophies of science and provided the critical foil ... See full document

... should find similarity or dissimilarity in lesser time ...in image mining still has a big room for improvement, particularly in multimedia ...images. One of the greatest challenges is devising an ... See full document